IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp873.html
   My bibliography  Save this paper

The Impact of Office Machinery and Computer Capital on the Demand for Heterogeneous Labour

Author

Listed:
  • Falk, Martin

    (WIFO - Austrian Institute of Economic Research)

  • Koebel, Bertrand

    (Louis Pasteur University Strasbourg)

Abstract

We study the impact of office and computing machinery (OCM) on the demands for workers with different educational levels. The empirical analysis relies on a system of demand equations that nests the translog, the generalised Leontief and the normalised quadratic specifications. Using panel data on 35 German industries, we find little evidence for a robust substitutability relationship between unskilled workers and OCM capital in manufacturing industries. In the non-manufacturing sector, however, we find some evidence for substitutability between OCM capital and unskilled workers.

Suggested Citation

  • Falk, Martin & Koebel, Bertrand, 2003. "The Impact of Office Machinery and Computer Capital on the Demand for Heterogeneous Labour," IZA Discussion Papers 873, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp873
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp873.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. A Felstead & D Gallie & F Green, 2000. "Computers are even more important than you thought: An Analysis of the changing skill-intensity of jobs," CEP Discussion Papers dp0439, Centre for Economic Performance, LSE.
    2. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    3. Bart van Ark, 2001. "The Renewal of the Old Economy: An International Comparative Perspective," OECD Science, Technology and Industry Working Papers 2001/5, OECD Publishing.
    4. Koebel, Bertrand & Falk, Martin & Laisney, Francois, 2003. "Imposing and Testing Curvature Conditions on a Box-Cox Cost Function," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 319-335, April.
    5. Moch, Dietmar, 2001. "Price indices for information and communication technology industries: an application to the German PC market," ZEW Discussion Papers 01-20, ZEW - Leibniz Centre for European Economic Research.
    6. Karl Whelan, 2000. "A guide to the use of chain aggregated NIPA data," Open Access publications 10197/253, School of Economics, University College Dublin.
    7. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    8. repec:rus:hseeco:15966 is not listed on IDEAS
    9. Lucy Chennells & John Van Reenen, 1999. "Has technology hurt less skilled workers? A survey of the micro-econometric evidence," IFS Working Papers W99/27, Institute for Fiscal Studies.
    10. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    11. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    12. Martin Falk & Bertrand Koebel, 2001. "A dynamic heterogeneous labour demand model for German manufacturing," Applied Economics, Taylor & Francis Journals, vol. 33(3), pages 339-348.
    13. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    14. Berndt, Ernst R & Khaled, Mohammed S, 1979. "Parametric Productivity Measurement and Choice among Flexible Functional Forms," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1220-1245, December.
    15. repec:bla:revinw:v:48:y:2002:i:2:p:217-33 is not listed on IDEAS
    16. Anderson, G J & Blundell, R W, 1982. "Estimation and Hypothesis Testing in Dynamic Singular Equation Systems," Econometrica, Econometric Society, vol. 50(6), pages 1559-1571, November.
    17. Catherine J. Morrison Paul & Donald S. Siegel, 2001. "The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(2), pages 241-264, June.
    18. Catherine J. Morrison, 2000. "Assessing The Productivity Of Information Technology Equipment In U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 471-481, August.
    19. Jorgenson, D.W. & Stiroh, K., 1994. "Computers abd Growth," Harvard Institute of Economic Research Working Papers 1707, Harvard - Institute of Economic Research.
    20. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    21. Dominique Goux & Eric Maurin, 2000. "The Decline In Demand For Unskilled Labor: An Empirical Analysis Method And Its Application To France," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 596-607, November.
    22. repec:bla:scandj:v:103:y:2001:i:2:p:241-64 is not listed on IDEAS
    23. Konrad Faust & Wolfgang Gick & Herbert Hofmann & Ingrid Leiprecht & Albert Müller & Wolfgang Ochel & Barbara Schaden, 1999. "Tertiarisierung und neue Informations- und Kommunikationstechnologien," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 52(29), pages 23-34, November.
    24. Paul Schreyer, 2002. "Computer Price Indices and International Growth and Productivity Comparisons," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 15-31, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hollanders, Hugo & ter Weel, Bas, 2002. "Technology, knowledge spillovers and changes in employment structure: evidence from six OECD countries," Labour Economics, Elsevier, vol. 9(5), pages 579-599, November.
    2. Vivarelli, Marco, 2012. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of the Literature," IZA Discussion Papers 6291, Institute of Labor Economics (IZA).
    3. Hanan Nazier, 2019. "Estimating Labor Demand Elasticities and Elasticities of Substitution in Egyptian Manufacturing Sector: A Firm-Level Static Analysis," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 62(4), pages 549-575, December.
    4. Savvidou, Eleni, 2003. "The Relationship Between Skilled Labor and Technical Change," Working Paper Series 2003:27, Uppsala University, Department of Economics.
    5. Melka, Johanna & Nayman, Laurence, 2005. "L’impact des nouvelles technologies de l’information sur la croissance française, 1980-2001," L'Actualité Economique, Société Canadienne de Science Economique, vol. 81(1), pages 75-110, Mars-Juin.
    6. Marco Vivarelli, 2013. "Technology, Employment and Skills: An Interpretative Framework," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 66-89, June.
    7. Marijn Verschelde & Michel Dumont & Bruno Merlevede & Glenn Rayp, 2014. "A constrained nonparametric regression analysis of factor-biased technical change and TFP growth at the firm level," Working Paper Research 266, National Bank of Belgium.
    8. Johanna Melka & Nanno Mulder & Laurence Nayman & Soledad Zignago, 2003. "Skills, Technology and Growth is ICT the Key to Success ? An Analysis of ICT Impact on French Growth," Working Papers 2003-04, CEPII research center.
    9. Rosario Crinò, 2009. "Offshoring, Multinationals And Labour Market: A Review Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 197-249, April.
    10. Irene Brambilla, 2018. "Digital Technology Adoption and Jobs: A Model of Firm Heterogeneity," Department of Economics, Working Papers 117, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata.
    11. Raveh, Ohad & Reshef, Ariell, 2016. "Capital imports composition, complementarities, and the skill premium in developing countries," Journal of Development Economics, Elsevier, vol. 118(C), pages 183-206.
    12. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    13. Baltagi, Badi H. & Rich, Daniel P., 2005. "Skill-biased technical change in US manufacturing: a general index approach," Journal of Econometrics, Elsevier, vol. 126(2), pages 549-570, June.
    14. Jorge Saba Arbache, 2001. "Trade Liberalisation and Labor Markets in Developing Countries: Theory and Evidence," Studies in Economics 0112, School of Economics, University of Kent.
    15. David B. Audretsch & Mark Sanders, 2007. "Globalization and the Rise of the Entrepreneurial Economy," Jena Economics Research Papers 2007-003, Friedrich-Schiller-University Jena.
    16. Jung, Sungmoon & Lee, Jeong-Dong & Hwang, Won-Sik & Yeo, Yeongjun, 2017. "Growth versus equity: A CGE analysis for effects of factor-biased technical progress on economic growth and employment," Economic Modelling, Elsevier, vol. 60(C), pages 424-438.
    17. Vivarelli, Marco, 2018. "Globalisation, structural change and innovation in emerging economies: The impact on employment and skills," MERIT Working Papers 2018-037, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. Craig de Laine & Patrick Laplagne & Susan Stone, 2001. "The increasing demand for skilled workers in Australia: the role of technical change," Labor and Demography 0105005, University Library of Munich, Germany.
    19. Patrick Schulte & Heinz Welsch & Sascha Rexhäuser, 2016. "ICT and the Demand for Energy: Evidence from OECD Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(1), pages 119-146, January.
    20. Rosario Crinò, 2012. "Service Offshoring and the Skill Composition of Labour Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(1), pages 20-57, February.

    More about this item

    Keywords

    capital-skill complementarity; skill-biased technological change;

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp873. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.